MainTask Class Reference

Inheritance diagram for MainTask:

Public Member Functions
def	requires (self)

Static Public Attributes
b2luigi	n_events_training
	Number of events to generate for the training data set.
b2luigi	n_events_testing
	Number of events to generate for the test data set.
b2luigi	n_events_per_task
	Number of events per task.
b2luigi	num_processes
	Number of basf2 processes to use in Basf2PathTasks.
b2luigi	bkgfiles_by_exp = b2luigi.get_setting("bkgfiles_by_exp")
	Dictionary with experiment numbers as keys and background directory paths as values.
dict	bkgfiles_by_exp = {int(key): val for (key, val) in bkgfiles_by_exp.items()}
	Transform dictionary keys (exp.

Detailed Description

Wrapper task that needs to finish for b2luigi to finish running this steering file.

It is done if the outputs of all required subtasks exist.  It is thus at the
top of the luigi task graph.  Edit the ``requires`` method to steer which
tasks and with which parameters you want to run.

Definition at line 1030 of file combined_to_pxd_ckf_mva_training.py.

Member Function Documentation

requires()

def requires

(

self

)

Generate list of tasks that needs to be done for luigi to finish running
this steering file.

Definition at line 1068 of file combined_to_pxd_ckf_mva_training.py.

    def requires(self):
        """
        Generate list of tasks that needs to be done for luigi to finish running
        this steering file.
        """
 
        fast_bdt_options = [
            [50, 8, 3, 0.1],
            [100, 8, 3, 0.1],
            [200, 8, 3, 0.1],
        ]
 
        experiment_numbers = b2luigi.get_setting("experiment_numbers")
 
        # iterate over all possible combinations of parameters from the above defined parameter lists
        for experiment_number, fast_bdt_option_state_filter, fast_bdt_option_result_filter in itertools.product(
                experiment_numbers, fast_bdt_options, fast_bdt_options
        ):
 
            state_filter_cuts = [0.01, 0.02, 0.03, 0.05, 0.1, 0.2]
            n_best_states_list = [3, 5, 10]
            result_filter_cuts = [0.05, 0.1, 0.2]
            n_best_results_list = [2, 3, 5]
            for state_filter_cut, n_best_states, result_filter_cut, n_best_results in \
                    itertools.product(state_filter_cuts, n_best_states_list, result_filter_cuts, n_best_results_list):
                yield self.clone(
                    ValidationAndOptimisationTask,
                    experiment_number=experiment_number,
                    n_events_training=self.n_events_training,
                    n_events_testing=self.n_events_testing,
                    state_filter_cut=state_filter_cut,
                    use_n_best_states=n_best_states,
                    result_filter_cut=result_filter_cut,
                    use_n_best_results=n_best_results,
                    fast_bdt_option_state_filter=fast_bdt_option_state_filter,
                    fast_bdt_option_result_filter=fast_bdt_option_result_filter,
                )
 
 

Member Data Documentation

bkgfiles_by_exp [1/2]

b2luigi bkgfiles_by_exp = b2luigi.get_setting("bkgfiles_by_exp")

static

Dictionary with experiment numbers as keys and background directory paths as values.

Definition at line 1064 of file combined_to_pxd_ckf_mva_training.py.

bkgfiles_by_exp [2/2]

dict bkgfiles_by_exp = {int(key): val for (key, val) in bkgfiles_by_exp.items()}

static

Transform dictionary keys (exp.

numbers) from strings to int

Definition at line 1066 of file combined_to_pxd_ckf_mva_training.py.

n_events_per_task

b2luigi n_events_per_task

static

Initial value:

=  b2luigi.get_setting(
        
 
 
    )

Number of events per task.

Used to split up the simulation tasks.

Definition at line 1051 of file combined_to_pxd_ckf_mva_training.py.

n_events_testing

b2luigi n_events_testing

static

Initial value:

=  b2luigi.get_setting(
        
 
 
    )

Number of events to generate for the test data set.

Definition at line 1045 of file combined_to_pxd_ckf_mva_training.py.

n_events_training

b2luigi n_events_training

static

Initial value:

=  b2luigi.get_setting(
        
 
 
    )

Number of events to generate for the training data set.

Definition at line 1039 of file combined_to_pxd_ckf_mva_training.py.

num_processes

b2luigi num_processes

static

Initial value:

=  b2luigi.get_setting(
        
 
 
    )

Number of basf2 processes to use in Basf2PathTasks.

Definition at line 1057 of file combined_to_pxd_ckf_mva_training.py.

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The documentation for this class was generated from the following file:

• tracking/scripts/ckf_training/to_pxd/combined_to_pxd_ckf_mva_training.py